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A Simple Neural Network

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Published on Oct 20, 2018

In this video let's cover a simple and practical example to understand neural networks.

ERRATA: At 17:06 when I present the code, it shows me using an IDENTITY function rather than ReLu (RECTIFIER), which is inconsistent with the slides. While this technically worked, ReLu was my intended activation function and I forgot to correct this before recording. I also could have done this without a middle layer since this toy example is likely linear, but I wanted to make it real-world convolutional.

GitHub Source Code:
https://github.com/thomasnield/kotlin...

GREAT RESOURCES

3Blue1Brown
https://www.youtube.com/watch?v=aircA...

Tariq Rashid - Make Your Own Neural Network
http://a.co/d/fbyLzDU

Andrew Trask - Grokking Deep Learning
https://www.manning.com/books/grokkin...

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